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BlidReview/
steady-rans-generalization

Name: steady-rans-generalization
Creator: BlidReview
License: https://spdx.org/licenses/CC-BY-NC-4.0.html

computational-fluid-dynamics

rans

graph-neural-networks

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Steady-RANS cross-family generalization dataset

Data for the paper "Towards generalized flow field prediction: one model across unseen object families" (under double blind review; this account is anonymous for that reason). Trained checkpoints and evaluation code are in the companion model repo: steady-rans-surrogates. Steady incompressible k-omega SST (OpenFOAM simpleFoam) external flow around 855 distinct shapes (17 scripted parametric families plus 40 ModelNet object… See the full description on the dataset page: https://huggingface.co/datasets/BlidReview/steady-rans-generalization.